Generative AI, Performance, and Learning: A Framework for Comparing Interventions Across Assessment Regimes
Generative artificial intelligence (AI) can improve students’ work while assistance is available, but better AI-assisted performance does not necessarily show what students have learned or can do independently. The methodological gap is that outcomes collected under different AI-access, timing, and task conditions are...